CIO

JULY 30, 2024

The launch of ChatGPT in November 2022 set off a generative AI gold rush, with companies scrambling to adopt the technology and demonstrate innovation. They have a couple of use cases that they’re pushing heavily on, but they are building up this portfolio of traditional machine learning and ‘predictive’ AI use cases as well.”

Generative AI 216

Generative AI Artificial Inteligence Software Review Fractional CTO 216

d2iq

FEBRUARY 19, 2021

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

CIO

JUNE 12, 2024

To help alleviate the complexity and extract insights, the foundation, using different AI models, is building an analytics layer on top of this database, having partnered with DataBricks and DataRobot. Some of the models are traditional machine learning (ML), and some, LaRovere says, are gen AI, including the new multi-modal advances.

Artificial Inteligence 211

Artificial Inteligence Data Training ChatGPT 211

CIO

JUNE 7, 2022

More companies in every industry are adopting artificial intelligence to transform business processes. But the success of their AI initiatives depends on more than just data and technology — it’s also about having the right people on board. Data scientists are the core of any AI team.

Artificial Inteligence 218

Artificial Inteligence Technical Review Fractional CTO Data Engineering 218

TechCrunch

MARCH 30, 2022

How it says it differs from rivals: Tuva uses machine learning to further develop its technology. They’re using that experience to help digital health companies get their data ready for analytics and machine learning. After Education.com ’s exit in 2019, the two of them began working on GrowthBook. Founded: 2022.

Open Source 195

Open Source Company Fractional CTO Artificial Inteligence 195

CIO

AUGUST 7, 2024

To counter bad actors, TCS decided to deploy automation, artificial intelligence, and machine learning resulting in a more sophisticated, AI-assisted enterprise defense. RAG improves the relevance and accuracy of search results, while LLM enhanced the natural language processing capabilities of the search system.

Artificial Inteligence 179

Artificial Inteligence Data Center Weak Development Team Fractional CTO 179

AWS Machine Learning - AI

AUGUST 6, 2024

Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs. Customization unlocks the transformative potential of large language models.

Generative AI 131

Generative AI Artificial Inteligence Applications Knowledge Base 131

CIO

NOVEMBER 22, 2022

Real-time data gets real — as does the complexity of dealing with it CIOs should prioritize their investment strategy to cope with the growing volume of complex, real-time data that’s pouring into the enterprise, advises Lan Guan, global data and AI lead at business consulting firm Accenture.

Trends 218

Trends Strategy Enterprise Data 218

Altexsoft

FEBRUARY 1, 2019

According to McKinsey , machine learning and artificial intelligence in pharma and medicine are going to revolutionize the industries to help them make better decisions, optimize innovations, improve the efficiency of clinical and research trials, and provide for new tools for physicians, consumers, regulators, and even insurers.

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Artificial Inteligence Machine Learning Pharmaceuticals Artificial Intelligence 68

TechCrunch

MARCH 1, 2022

It’s worth noting that the solution is installed in the customers’ facilities, rather than in the cloud, says Gevorg Karapetyan, the startup’s CTO and co-founder. “So basically, we bring machine learning and data processing to where the data is, not the other way around.

System 247

System Fractional CTO Artificial Inteligence Machine Learning 247

CIO

APRIL 29, 2024

Employee training on AI is essential, says Sam Ferrise, CTO at Trinetix, a tech consulting firm. CIOs and CTOs must also set the rules of the road for using AI and navigate or mitigate potential risk and ethics issues, he says. Artificial Intelligence, Staff Management With gen AI, there’s more enthusiasm.

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Artificial Inteligence Technical Review Survey CTO Coach 203

CIO

JULY 28, 2022

Another 62% said they plan to hire data engineers , and 37% are looking for machine learning engineers — data analytics team members who could support data scientists. And machine learning engineers are being hired to design and build automated predictive models. More advanced companies get that.

Data 215

Data Artificial Inteligence Machine Learning Fractional CTO 215

CIO

SEPTEMBER 21, 2023

The world has flipped since 2022,” says David McCurdy, chief enterprise architect and CTO at Insight. You now have the ability to jump over processes that have existed for years, sometimes decades, because of generative technology.” This is where large language models get me really excited.

Artificial Inteligence 195

Artificial Inteligence Enterprise Trends Open Source 195

CIO

JANUARY 8, 2025

As VP of cloud capabilities at software company Endava, Radu Vunvulea consults with many CIOs in large enterprises. AI projects can break budgets Because AI and machine learning are data intensive, these projects can greatly increase cloud costs. I dont see that evolving too much beyond where we are today.

Cloud 209

Cloud Technical Review Systems Review Budget 209

TechCrunch

DECEMBER 1, 2020

And because of its unique qualities, video has been largely immune to the machine learning explosion upending industry after industry. But consider this: many new phones ship with a chip designed for running machine learning models, which like codecs can be accelerated, but unlike them the hardware is not bespoke for the model.

Video 252

Video Hardware Technical Cofounder Artificial Inteligence 252

CIO

SEPTEMBER 19, 2024

Companies that fail to build their own AI agents will turn to outside AI consulting firms to build custom agents for them, or they will use agents embedded in software from their current vendors, write Forrester analysts Jayesh Chaurasia and Sudha Maheshwari. Start with one [AI model], and you can start tailoring its behavior.

CTO Coach 207

CTO Coach Artificial Inteligence Open Source Fractional CTO 207

TechCrunch

APRIL 10, 2022

One day later, on December 7, it was revealed that CTO Diane Yu was transitioning from her role as Chief Technology Officer – a position she had just assumed in January 2021 – into an advisory position. The area is one that is clearly attracting investor interest. writes TechCrunch’s Mike Butcher.

Fintech 263

Fintech Fractional CTO CTO CTO Coach 263

TechCrunch

OCTOBER 22, 2020

The platform then applies machine learning and personality-trait science, and tailors product recommendations to users based on a personality test taken on sign-up. Going freelance, she worked with a number of luxury brands and platforms as an editorial consultant. So what does it do? How does this personality test help?

Fashion 187

Fashion Artificial Inteligence CTO Coach Machine Learning 187

TechCrunch

FEBRUARY 10, 2021

These clips are created automatically, and Imbruce said “the beating heart of the Podz platform” is a machine learning model that “identifies the most engaging parts of podcasts.” ” The model was trained on more than 100,000 hours of audio, in consultation with journalists and audio editors.

Fractional CTO 247

Fractional CTO Media Artificial Inteligence Machine Learning 247

CIO

JANUARY 9, 2023

The need to grow smartly Gil Westrich’s company, ClearML, is benefiting from increased adoption of artificial intelligence and machine learning (ML) technology. But the CTO and co-founder says that scaling to meet that demand presents its own challenges, which require self-reflection.

Technical Review 218

Technical Review Fractional CTO CTO Weak Development Team 218

CIO

FEBRUARY 28, 2024

Data and API infrastructure “Data still matters,” says Bradley Shimmin, chief analyst for AI platforms, analytics, and data management at London-based independent analyst and consultancy Omdia. survey said infrastructure was the single biggest challenge for companies looking to productionize large language models (LLMs).

Artificial Inteligence 197

Artificial Inteligence Technical Review Fractional CTO Generative AI 197

CIO

JANUARY 11, 2023

As technology projects, budgets, and staffing grew over the past few years, the focus was on speed to market to maximize opportunity, says Troy Gibson, CIO services leader at business and IT advisory firm Centric Consulting. This is no longer true. “As Budgets are being slashed across industries, Avila notes.

Fractional CTO 217

Fractional CTO Technical Advisors Artificial Inteligence Budget 217

TechCrunch

SEPTEMBER 29, 2022

The startup, built by Stiglitz, Sourabh Bajaj , and Jacob Samuelson , pairs students who want to learn and improve on highly technical skills, such as devops or data science, with experts. Instead, the startup wants to offer one applied machine learning course that teaches 1,000 or 5,000 students at a time.

Course 180

Course Technical Review Artificial Inteligence Machine Learning 180

CIO

SEPTEMBER 9, 2024

CIO packages often include stock options, relocation expenses, and hiring bonuses, says Victor Janulaitis, CEO of consulting firm Janco. The strategic importance of technology leadership has never been greater, especially as organizations attempt to tackle information security, artificial intelligence, cloud transformations, etc.,”

Technical Review 187

Technical Review Meeting Artificial Inteligence Fractional CTO 187

TechCrunch

APRIL 26, 2022

At a product lab called Adept that emerged from stealth today with $65 million in funding, they are — in the founders’ words — “build[ing] general intelligence that enables humans and computers to work together creatively to solve problems.” ” It’s lofty stuff.

Software 237

Software CTO Coach Fractional CTO Training 237

CIO

DECEMBER 13, 2023

Most recently, in June, it spent $650 million to buy Casetext, a 104-employee company that offers an AI assistant for legal professionals powered by OpenAI’s GPT-4, the same large language model (LLM) behind ChatGPT. It covered the basics of AI and machine learning, generative AI and LLMs.

Enterprise 205

Enterprise Generative AI Artificial Inteligence Training 205

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. For this post, we use Anthropic’s Claude models on Amazon Bedrock. Our core values are: 1.

Generative AI 114

Generative AI Artificial Inteligence Fractional CTO Guidelines 114

CTOvision

AUGUST 11, 2015

Cognitio's Roger Hockenberry provided context in this report: “Both Wall Street and the intelligence world want the same thing: to find unknown unknowns in the data,” said Roger Hockenberry, the former chief technology officer of the Central Intelligence Agency’s clandestine services and now a partner at the consulting firm Cognitio Corp.

Fractional CTO 133

Fractional CTO Journal Software Artificial Inteligence 133

TechCrunch

OCTOBER 22, 2020

The platform then applies machine learning and personality-trait science, and tailors product recommendations to users based on a personality test taken on sign-up. Going freelance, she worked with a number of luxury brands and platforms as an editorial consultant. So what does it do? How does this personality test help?

Fashion 155

Fashion Artificial Inteligence CTO Coach Machine Learning 155

CIO

AUGUST 2, 2024

Jim Warman, vice president of infrastructure architects and engineers at Myriad360, a data center and cybersecurity consulting firm, sees the same trend. The shortage is exacerbated because AI and machine learning workloads will require modern hardware. Many hardware users are prioritizing replacement.

Data Center 212

Data Center Resources Data Hardware 212

Erik Bernhardsson

DECEMBER 6, 2022

I spent seven years working at Spotify, doing everything from large-scale numerical methods to making charts for board decks. I then spent six years as a CTO, although I managed the data team directly for a long time and would occasionally write some data code. Most of my career has been in data. Data as its own discipline.

CTO Coach 242

CTO Coach Fractional CTO Software Engineering Serverless 242

CIO

AUGUST 15, 2024

“The inflated expectations were so inflated from the early days and have kept on, and I think this is going to be a pretty deep trough of disillusionment,” says Chris Stephenson, managing director of intelligent automation, AI, and digital services at IT consulting firm alliantgroup, affirming Gartner’s hype cycle.

Technical Review 214

Technical Review Generative AI Fractional CTO Artificial Inteligence 214

CIO

SEPTEMBER 8, 2022

Gathering and processing data quickly enables organizations to assess options and take action faster, leading to a variety of benefits, said Elitsa Krumova ( @Eli_Krumova ), a digital consultant, thought leader and technology influencer. Nichol ( @PeterBNichol ), Chief Technology Officer at OROCA Innovations.

Data 183

Data Fractional CTO Artificial Inteligence Systems Review 183

CIO

SEPTEMBER 17, 2024

The use of data, analytics, AI, and machine learning has raised ethical questions regarding privacy and the development of appropriate regulations and governance frameworks to ensure AI is safe, transparent, and accountable,” says Ram Chakravarti, CTO of BMC.

Agile 218

Agile Enterprise CTO Coach Technical Review 218

CIO

JANUARY 11, 2024

Delayed decision-making Bhadresh Patel, chief digital officer at global consulting firm RGP, sees organization’s showing more caution than usual. The rate of advancement in these models will continuously cause us to reevaluate what is possible in the upcoming 12 months.”

Security 200

Security Technical Review Artificial Inteligence Budget 200

CIO

MAY 22, 2024

The concern about calculating the ROI also rings true to Stuart King, CTO of cybersecurity consulting firm AnzenSage and developer of an AI-powered risk assessment tool for industrial facilities. With the recent red-hot hype over AI, many IT leaders are adopting the technology before they know what to do with it, he says.

Generative AI 215

Generative AI Survey Fractional CTO SMB 215

TechCrunch

APRIL 22, 2022

” In launching EdgeDB, Selivanov and Pranskevichus drew from their experiences at MagicStack, a Toronto, Canada-based software consultancy that they helped to co-found in 2008. “Our cloud database will track slow queries and suggest how to optimize the database layout or the queries.

Fractional CTO 193

Fractional CTO Open Source Cloud Architecture 193